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Publications of Author

1. Emilio Corchado, Bruno Baruque, Bogdan Gabrys
   Maximum Likelihood Topology Preserving Ensembles. [Citation Graph (0, 0)][DBLP]
   IDEAL, 2006, pp:1434-1442 [Conf]
   
2. Edward Tersoo Apeh, Bogdan Gabrys
   Clustering for Data Matching. [Citation Graph (0, 0)][DBLP]
   KES (1), 2006, pp:1216-1225 [Conf]
   
3. Bogdan Gabrys, Bruno Baruque, Emilio Corchado
   Outlier Resistant PCA Ensembles. [Citation Graph (0, 0)][DBLP]
   KES (3), 2006, pp:432-440 [Conf]
   
4. Dymitr Ruta, Bogdan Gabrys
   Application of the Evolutionary Algorithms for Classifier Selection in Multiple Classifier Systems with Majority Voting. [Citation Graph (0, 0)][DBLP]
   Multiple Classifier Systems, 2001, pp:399-408 [Conf]
   
5. Dymitr Ruta, Bogdan Gabrys
   New Measure of Classifier Dependency in Multiple Classifier Systems. [Citation Graph (0, 0)][DBLP]
   Multiple Classifier Systems, 2002, pp:127-136 [Conf]
   
6. Dymitr Ruta, Bogdan Gabrys
   Static Field Approach for Pattern Classification. [Citation Graph (0, 0)][DBLP]
   Soft-Ware, 2002, pp:232-246 [Conf]
   
7. Bogdan Gabrys, Dymitr Ruta
   Genetic algorithms in classifier fusion. [Citation Graph (0, 0)][DBLP]
   Appl. Soft Comput., 2006, v:6, n:4, pp:337-347 [Journal]
   
8. Bogdan Gabrys
   Learning hybrid neuro-fuzzy classifier models from data: to combine or not to combine? [Citation Graph (0, 0)][DBLP]
   Fuzzy Sets and Systems, 2004, v:147, n:1, pp:39-56 [Journal]
   
9. Bogdan Gabrys
   Neuro-fuzzy approach to processing inputs with missing values in pattern recognition problems. [Citation Graph (0, 0)][DBLP]
   Int. J. Approx. Reasoning, 2002, v:30, n:3, pp:149-179 [Journal]
   
10. Bogdan Gabrys
    Special issue on integration of methods and hybrid systems. [Citation Graph (0, 0)][DBLP]
    Int. J. Approx. Reasoning, 2004, v:35, n:3, pp:203-204 [Journal]
    
11. Bogdan Gabrys, Lina Petrakieva
    Combining labelled and unlabelled data in the design of pattern classification systems. [Citation Graph (0, 0)][DBLP]
    Int. J. Approx. Reasoning, 2004, v:35, n:3, pp:251-273 [Journal]
    
12. Dymitr Ruta, Bogdan Gabrys
    Classifier selection for majority voting. [Citation Graph (0, 0)][DBLP]
    Information Fusion, 2005, v:6, n:1, pp:63-81 [Journal]
    
13. Colin Fyfe, Bogdan Gabrys
    Guest editorial introduction. [Citation Graph (0, 0)][DBLP]
    Knowl.-Based Syst., 2002, v:15, n:1-2, pp:1-2 [Journal]
    
14. Dymitr Ruta, Bogdan Gabrys
    A Theoretical Analysis of the Limits of Majority Voting Errors for Multiple Classifier Systems. [Citation Graph (0, 0)][DBLP]
    Pattern Anal. Appl., 2002, v:5, n:4, pp:333-350 [Journal]
    
15. Dymitr Ruta, Bogdan Gabrys
    Physical field models for pattern classification. [Citation Graph (0, 0)][DBLP]
    Soft Comput., 2003, v:8, n:2, pp:126-141 [Journal]
    
16. Martin Macas, Bogdan Gabrys, Dymitr Ruta, Lenka Lhotská
    Particle Swarm Optimisation of Multiple Classifier Systems. [Citation Graph (0, 0)][DBLP]
    IWANN, 2007, pp:333-340 [Conf]
    
17. Zoheir Sahel, Abdelhamid Bouchachia, Bogdan Gabrys, Paul Rogers
    Adaptive Mechanisms for Classification Problems with Drifting Data. [Citation Graph (0, 0)][DBLP]
    KES (2), 2007, pp:419-426 [Conf]
    
18. 
    Do we need experts for time series forecasting?. [Citation Graph (, )][DBLP]
    
    
19. 
    Overview of Some Incremental Learning Algorithms. [Citation Graph (, )][DBLP]
    
    
20. 
    Temporal Changes in Connection Patterns of an Email-Based Social Network. [Citation Graph (, )][DBLP]
    
    
21. 
    Learning with Missing or Incomplete Data. [Citation Graph (, )][DBLP]
    
    
22. 
    Soft Sensor Based on Adaptive Local Learning. [Citation Graph (, )][DBLP]
    
    
23. 
    Patterns of Interactions in Complex Social Networks Based on Coloured Motifs Analysis. [Citation Graph (, )][DBLP]
    
    
24. 
    Dynamic Pooling for the Combination of Forecasts generated using Multi Level Learning. [Citation Graph (, )][DBLP]
    
    
25. 
    Neural Network Ensembles for Time Series Prediction. [Citation Graph (, )][DBLP]
    
    
26. 
    Learnt Topology Gating Artificial Neural Networks. [Citation Graph (, )][DBLP]
    
    
27. 
    Pattern classification for incomplete data. [Citation Graph (, )][DBLP]
    
    
28. 
    A Non-sequential Representation of Sequential Data for Churn Prediction. [Citation Graph (, )][DBLP]
    
    
29. 
    Adaptive Local Learning Soft Sensor for Inferential Control Support. [Citation Graph (, )][DBLP]
    
    
30. 
    Hierarchical Multilevel Approaches of Forecast Combination. [Citation Graph (, )][DBLP]
    
    
31. 
    Do Smart Adaptive Systems Exist? Hybrid Intelligent Systems Perspective. [Citation Graph (, )][DBLP]